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Biostatistics & Epidemiology Illustrated Notes (PDFs)

$23.99 $29.99

47 Illustrated Notes (PDFs) on Epidemiology & Biostatistics - Downloadable.

This product contains 47 PDF files. It does NOT contain videos.

Topics covered include:

  1. Introduction to Statistics - Population, Sample, Parameter, Data.

  2. Measures of central tendency - Mean, Median Mode - Range.

  3. Bimodal Distribution

  4. Percentiles

  5. Quartiles, Quantiles, Interquartile Range (IQR).

  6. Variables - Dependent variables vs. Independent variables.

  7. Quantitative (Numerical) variables vs. Categorical (Qualitative) variables.

  8. Data visualization - Bar chart, Pie chart, Pictogram, Histogram, Dot plot, Scatter plot.

  9. Stem and Leaf Plot

  10. Statistical Sampling - Simple random sampling, Stratified sample, cluster sample.

  11. Frequency - Cumulative Frequency vs. Relative Frequency.

  12. Frequency Tables

  13. Box & Whiskers plot (box plot)

  14. How to find the percentile of a specific value in a data set.

  15. Positively Skewed vs. Negatively Skewed curves.

  16. Statistical Outliers.

  17. How to calculate the mean of grouped frequency tables.

  18. Standard Deviation (SD).

  19. Standard Deviation from a frequency table.

  20. Variance

  21. Z-score

  22. Pearson’s Correlation Coefficient

  23. How to calculate Pearson’s Correlation Coefficient

  24. Study Designs — Case Control vs. Cross-sectional vs. Cohort Studies.

  25. Null Hypothesis, p-value, Statistical Power

  26. Epidemiology — Mortality Rates, Fatality Rates, Birth Rates.

  27. Incidence vs. Prevalence.

  28. Sensitivity, Specificity, Positive Predictive Value (PPV), Negative Predictive Value (NPV).

  29. Epidemiology Basics

  30. Twin Concordance Rates, Twin Studies.

  31. Likelihood Ratio [LR] Positive LR [LR+] vs. Negative LR [LR-].

  32. Absolute Risk Reduction (ARR).

  33. Number Needed to Treat (NNT).

  34. Absolute Risk increase (ARI), Attributable risk (AR).

  35. Number Needed to Harm (NNH)

  36. NNT vs. NNH

  37. Odds Ratio (OR) - Case-Control Study.

  38. Relative Risk (RR) - Cohort Study.

  39. Relative Risk Reduction (RRR).

  40. Probability vs. Odds

  41. Hazard Ratio (HR)

  42. Kaplan-Meier Curve

  43. ROC Curve

  44. Precision vs. Accuracy - Reliability vs. Validity

  45. Statistical Biases.

  46. Changing the Cut-off values.

  47. Confidence Interval (CI) - 99% CI vs. 95% CI.

47 PDF files - Downloadable.

47 Illustrated Notes (PDFs) on Epidemiology & Biostatistics - Downloadable.

This product contains 47 PDF files. It does NOT contain videos.

Topics covered include:

  1. Introduction to Statistics - Population, Sample, Parameter, Data.

  2. Measures of central tendency - Mean, Median Mode - Range.

  3. Bimodal Distribution

  4. Percentiles

  5. Quartiles, Quantiles, Interquartile Range (IQR).

  6. Variables - Dependent variables vs. Independent variables.

  7. Quantitative (Numerical) variables vs. Categorical (Qualitative) variables.

  8. Data visualization - Bar chart, Pie chart, Pictogram, Histogram, Dot plot, Scatter plot.

  9. Stem and Leaf Plot

  10. Statistical Sampling - Simple random sampling, Stratified sample, cluster sample.

  11. Frequency - Cumulative Frequency vs. Relative Frequency.

  12. Frequency Tables

  13. Box & Whiskers plot (box plot)

  14. How to find the percentile of a specific value in a data set.

  15. Positively Skewed vs. Negatively Skewed curves.

  16. Statistical Outliers.

  17. How to calculate the mean of grouped frequency tables.

  18. Standard Deviation (SD).

  19. Standard Deviation from a frequency table.

  20. Variance

  21. Z-score

  22. Pearson’s Correlation Coefficient

  23. How to calculate Pearson’s Correlation Coefficient

  24. Study Designs — Case Control vs. Cross-sectional vs. Cohort Studies.

  25. Null Hypothesis, p-value, Statistical Power

  26. Epidemiology — Mortality Rates, Fatality Rates, Birth Rates.

  27. Incidence vs. Prevalence.

  28. Sensitivity, Specificity, Positive Predictive Value (PPV), Negative Predictive Value (NPV).

  29. Epidemiology Basics

  30. Twin Concordance Rates, Twin Studies.

  31. Likelihood Ratio [LR] Positive LR [LR+] vs. Negative LR [LR-].

  32. Absolute Risk Reduction (ARR).

  33. Number Needed to Treat (NNT).

  34. Absolute Risk increase (ARI), Attributable risk (AR).

  35. Number Needed to Harm (NNH)

  36. NNT vs. NNH

  37. Odds Ratio (OR) - Case-Control Study.

  38. Relative Risk (RR) - Cohort Study.

  39. Relative Risk Reduction (RRR).

  40. Probability vs. Odds

  41. Hazard Ratio (HR)

  42. Kaplan-Meier Curve

  43. ROC Curve

  44. Precision vs. Accuracy - Reliability vs. Validity

  45. Statistical Biases.

  46. Changing the Cut-off values.

  47. Confidence Interval (CI) - 99% CI vs. 95% CI.

47 PDF files - Downloadable.

47 PDF Files to download.

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